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1. How is data science applied in IoT analytics?

   Data science plays a critical role in IoT analytics by transforming vast amounts of data collected from connected devices into actionable insights. IoT devices generate continuous streams of data, ranging from environmental sensors to smart appliances. Data science techniques, such as machine learning, statistical modeling, and data mining, help analyze this data to uncover patterns, trends, and anomalies.

   In IoT, data science is used for predictive maintenance, where machine learning models analyze sensor data to predict when equipment is likely to fail. It also enables real-time monitoring of systems, allowing businesses to optimize operations by detecting inefficiencies. Furthermore, data science helps in decision-making by analyzing historical data to recommend actions that improve performance and reduce costs.

   An important application is anomaly detection, where algorithms can identify unusual patterns in IoT data that may signal a malfunction or security breach. Data science techniques, combined with IoT, also enable personalized experiences, such as in smart homes, where devices learn user preferences over time.

   With the fusion of IoT and data science becoming increasingly significant, obtaining an IoT professional certification can equip individuals with the knowledge and skills needed to succeed in this rapidly growing field.

   Data science plays a critical role in IoT analytics by transforming vast amounts of data collected from connected devices into actionable insights. IoT devices generate continuous streams of data, ranging from environmental sensors to smart appliances. Data science techniques, such as machine learning, statistical modeling, and data mining, help analyze this data to uncover patterns, trends, and anomalies.

   In IoT, data science is used for predictive maintenance, where machine learning models analyze sensor data to predict when equipment is likely to fail. It also enables real-time monitoring of systems, allowing businesses to optimize operations by detecting inefficiencies. Furthermore, data science… more

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2. What is overfitting in machine learning?

   Overfitting occurs in machine learning when a model learns not only the underlying patterns in the training data but also the noise and random fluctuations. This results in a model that performs exceptionally well on the training data but fails to generalize to new, unseen data. Overfitting is often a sign that the model is too complex, with too many parameters relative to the amount of training data available.

   The primary symptoms of overfitting include a high accuracy on the training set but poor performance on the validation or test set. This issue can arise from training a model for too long or using a model that is overly complex for the given task. Overfitting can be mitigated by using techniques such as cross-validation, pruning, regularization, or simplifying the model.

   Ultimately, the goal in machine learning is to develop models that generalize well to new data, striking the right balance between underfitting and overfitting. Understanding and addressing overfitting is crucial for creating robust and reliable models that perform well in real-world applications.

   To deepen your understanding of this and other concepts, consider enrolling in a machine learning data science course.

   Overfitting occurs in machine learning when a model learns not only the underlying patterns in the training data but also the noise and random fluctuations. This results in a model that performs exceptionally well on the training data but fails to generalize to new, unseen data. Overfitting is often a sign that the model is too complex, with too many parameters relative to the amount of training data available.

   The primary symptoms of overfitting include a high accuracy on the training set but poor performance on the validation or test set. This issue can arise from training a model for… more

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3. Why Should One Use Https//Ontpress.Com Website?

   If you are looking for a hosting platform for your website that is able to meet all your needs, then, Https//Ontpress.Com is worth considering. It offers several advantages that are crucial to man in as much as they are responsible for diverse requirements.

   Easy integration with other tools: It also allows for integration with the marketing and analytical tools.
   Responsive design options: Make sure your site is stylish at the same time on all the devices.
   Excellent customer support: When you are stuck, don’t hesitate to ask for help.
   Https//Ontpress. Com is capable of full in providing solutions for creating a professional business Web site and managing it.

   Read More: https://mediapract.com/ontpress-com/

   If you are looking for a hosting platform for your website that is able to meet all your needs, then, Https//Ontpress.Com is worth considering. It offers several advantages that are crucial to man in as much as they are responsible for diverse requirements.

   Easy integration with other tools: It also allows for integration with the marketing and analytical tools.
   Responsive design options: Make sure your site is stylish at the same time on all the devices.
   Excellent customer support: When you are stuck, don’t hesitate to ask for help.
   Https//Ontpress. Com is capable of full in providing solutions for creating… more

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4. OST to PST Freeware Software

   Just Data Recovery Software presents one of the best freeware tool names as OST to PST Freeware Software that is helpful program to repair Outlook OST file free and recover OST File with extract emails, contacts, calendar, task, notes etc. This freeware OST to PST Converter Software easily convert the data from offline OST File to PST file. You can view all Software functionality in software preview panel and the free PST to PST Tool is having multiple features that makes your conversion best. According to the need you can select the option to Covert OST to PST File.
   Read more:- https://www.justdatarecovery.com/ost-to-pst-converter-overview.html

   Just Data Recovery Software presents one of the best freeware tool names as OST to PST Freeware Software that is helpful program to repair Outlook OST file free and recover OST File with extract emails, contacts, calendar, task, notes etc. This freeware OST to PST Converter Software easily convert the data from offline OST File to PST file. You can view all Software functionality in software preview panel and the free PST to PST Tool is having multiple features that makes your conversion best. According to the need you can select the option to Covert OST to PST File.
   Read… more

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5. How do I convert OST files into Outlook PST format online for free?

   You can try the reliable tool called  Free Online OST to PST Converter to convert OST file into Outlook PST format for free. All OST file formats are effectively converted to PST format. The final PST file contains the exact same data that was contained in the OST file, including emails, contacts, notes, diaries, calendars, and so on. Additionally, using this tool doesn't require any technological skill. This application works with all Mac and Microsoft Windows platforms. The new PST opens without any issues on any version of Outlook. Outlook users can view PST files in Outlook 2019, 2016, and other versions by using the Import/Export function.

   visit here:-https://www.freeconverter.app/free-online-ost-to-pst-converter/

   You can try the reliable tool called  Free Online OST to PST Converter to convert OST file into Outlook PST format for free. All OST file formats are effectively converted to PST format. The final PST file contains the exact same data that was contained in the OST file, including emails, contacts, notes, diaries, calendars, and so on. Additionally, using this tool doesn't require any technological skill. This application works with all Mac and Microsoft Windows platforms. The new PST opens without any issues on any version of Outlook. Outlook users can view PST files in Outlook 2019, 2016, and other versions… more

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6. Convert MSG to PST using third-party tool.

   Convert MSG to PST using third-party tool.
   Converting MSG files to PST file format is not an easy task without using the right method. There are a couple of ways to convert MSG to PST. Here, I will tell you about easy, convenient, and effective conversion. You need a third-party tool to convert MSG files. That's why I suggest you use Shoviv MSG Converter. It converts large volumes of MSG files and maintains data integrity.
   This tool is loaded with advanced features that make conversion smooth. Let's talk about them one by one.
   • This tool has a preview option, so the user selects the right MSG file for conversion.
   • Using this tool, users can save the resultant files in different formats, e.g., MSG and EML.
   • Shoviv MSG Converter gives a free trial so users can check its capability before buying it.
   • This tool runs on every type of Windows version.
   • It can import MSG files from Live Exchange and Office 365.
   Steps to convert MSG to PST using Shoviv MSG Converter
   Follow these easy steps to conversion.
   • Download the tool
   • Install and open the tool on your computer.
   • Select the "Export in PST. "
   • Select the location of new resultant PST files.
   • Then, click on the Export button to start the conversion.
   • Click on the OK button to finish the process.
   By using these above-mentioned steps, you can convert the MSG files into PST.

   Read more: https://www.shoviv.com/blog/convert-msg-to-pst/

   Convert MSG to PST using third-party tool.
   Converting MSG files to PST file format is not an easy task without using the right method. There are a couple of ways to convert MSG to PST. Here, I will tell you about easy, convenient, and effective conversion. You need a third-party tool to convert MSG files. That's why I suggest you use Shoviv MSG Converter. It converts large volumes of MSG files and maintains data integrity.
   This tool is loaded with advanced features that make conversion smooth. Let's talk about them one by one.
   • This tool has a preview option,… more

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7. software testing course?

   Our Software Testing Course offers a comprehensive journey through the essential skills and advanced techniques needed to excel in quality assurance. Designed for both beginners and seasoned professionals, the course covers fundamental testing principles, modern tools, and best practices to ensure high-quality software. With hands-on exercises, real-world scenarios, and expert instruction, you'll gain practical experience and a deep understanding of testing methodologies. Learn how to identify bugs, improve software performance, and enhance your problem-solving skills. This course is ideal for those looking to build a solid foundation or advance their career in software testing. Join us and transform your QA capabilities!

   kindly visit here: https://uncodemy.com/course/software-testing-course-in-nagpur

   Our Software Testing Course offers a comprehensive journey through the essential skills and advanced techniques needed to excel in quality assurance. Designed for both beginners and seasoned professionals, the course covers fundamental testing principles, modern tools, and best practices to ensure high-quality software. With hands-on exercises, real-world scenarios, and expert instruction, you'll gain practical experience and a deep understanding of testing methodologies. Learn how to identify bugs, improve software performance, and enhance your problem-solving skills. This course is ideal for those looking to build a solid foundation or advance their career in software testing. Join us and transform your QA… more

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8. How will AI impact embedded systems salaries?

   AI is transforming the field of embedded systems, leading to a demand for specialized skills. As more devices become connected through the Internet of Things (IoT) and edge computing grows, embedded systems must support increasingly complex AI algorithms. Engineers proficient in integrating AI with low-power, real-time systems will be highly sought after.

   The impact of AI on embedded systems salaries is significant. Professionals with expertise in AI and embedded software development can expect higher salaries due to the advanced knowledge required. Roles that involve machine learning, sensor integration, and optimization of AI algorithms in constrained environments often come with premium compensation packages. The need for efficient, AI-powered embedded solutions is growing in industries like automotive, healthcare, and industrial automation, driving salaries upwards.

   Moreover, companies value engineers who can build secure and scalable AI solutions on embedded platforms, increasing the demand for those with a combination of AI, firmware development, and hardware design skills. This competition for skilled professionals contributes to higher salary growth in this area.

   To stay competitive and enhance earning potential, engineers should consider enrolling in an embedded system certification course to develop the necessary AI-related skills for future job opportunities.

   AI is transforming the field of embedded systems, leading to a demand for specialized skills. As more devices become connected through the Internet of Things (IoT) and edge computing grows, embedded systems must support increasingly complex AI algorithms. Engineers proficient in integrating AI with low-power, real-time systems will be highly sought after.

   The impact of AI on embedded systems salaries is significant. Professionals with expertise in AI and embedded software development can expect higher salaries due to the advanced knowledge required. Roles that involve machine learning, sensor integration, and optimization of AI algorithms in constrained environments often come with premium… more

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9. Cricket id

   Fans all throughout India may get perfect and safe cricket betting IDs from trusted betting ID provider Swamiji.club. Emphasizing cricket, the most popular sport in the nation, Swamiji.club provides easy access to a variety of sports betting sites independent of your degree of experience betting. Their software offers real-time information on games coupled with competitive odds and assures a straightforward and safe experience. From the comfort of your own, Swamiji.club enables you keep engaged with your chosen cricket tournaments and bet boldly utilizing a basic interface. Experience online betting with Swamiji.club, where your betting IDs are just a click away and the action never stops! cricket ID , betting ID

   Read More:- https://swamiji.club/

   Fans all throughout India may get perfect and safe cricket betting IDs from trusted betting ID provider Swamiji.club. Emphasizing cricket, the most popular sport in the nation, Swamiji.club provides easy access to a variety of sports betting sites independent of your degree of experience betting. Their software offers real-time information on games coupled with competitive odds and assures a straightforward and safe experience. From the comfort of your own, Swamiji.club enables you keep engaged with your chosen cricket tournaments and bet boldly utilizing a basic interface. Experience online betting with Swamiji.club, where your betting IDs are just a click away… more

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10. PhD Thesis Writing Service

    Get PhD thesis writing service for 2024 in budget. Book your dissertation writing service for all the subjects. Check out our Dissertation & Thesis sample.

    https://www.solvezone.in/phd-thesis-writing-service

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11. How do you handle missing data in datasets?

    Handling missing data in datasets is a critical task for data analysts, as it can significantly impact the results of any analysis. The first step is to identify the missing values using functions like .isnull() in Python or checking for empty cells in Excel. Once identified, the following techniques can be applied:

    Removing Missing Data: If the percentage of missing data is small, the affected rows or columns can be dropped without losing valuable information. This method, though simple, can lead to loss of data if applied broadly.

    Imputation: This method involves replacing missing values with meaningful estimates. Common approaches include filling in missing data with the mean, median, or mode of the column. More advanced methods like K-Nearest Neighbors (KNN) imputation or regression models can also be used for more accurate predictions.

    Using Algorithms That Handle Missing Data: Some machine learning algorithms, like decision trees, can manage missing values without the need for explicit imputation.

    Choosing the right approach depends on the dataset and the analysis goals. Mastering these techniques is essential for accurate results, and the best data analyst course will teach you these skills in-depth.

    Handling missing data in datasets is a critical task for data analysts, as it can significantly impact the results of any analysis. The first step is to identify the missing values using functions like .isnull() in Python or checking for empty cells in Excel. Once identified, the following techniques can be applied:

    Removing Missing Data: If the percentage of missing data is small, the affected rows or columns can be dropped without losing valuable information. This method, though simple, can lead to loss of data if applied broadly.

    Imputation: This method involves replacing missing values with meaningful estimates. Common approaches… more

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12. at and t business phone

    Perfect for businesses striving to raise their accessibility and client service, Golden Phone Numbers offers a wide range of toll-free phone numbers. Presenting a professional and reliable image helps clients to reach your business without paying any costs by means of a toll-free number. By selecting from many toll-free alternatives that meet your business requirements, Golden Phone Numbers lets you quickly reach clients. Apart from toll-free numbers, they provide associated services including virtual phone numbers, business phone lines, and personalized license plates. Their portal also provides access to reasonably priced mobile phones online, the San Jose phone directory, and MI new mobile phones, so ensuring all the tools needed to successfully grow your business.

    Read More:- https://goldenphonenumbers.com/

    Perfect for businesses striving to raise their accessibility and client service, Golden Phone Numbers offers a wide range of toll-free phone numbers. Presenting a professional and reliable image helps clients to reach your business without paying any costs by means of a toll-free number. By selecting from many toll-free alternatives that meet your business requirements, Golden Phone Numbers lets you quickly reach clients. Apart from toll-free numbers, they provide associated services including virtual phone numbers, business phone lines, and personalized license plates. Their portal also provides access to reasonably priced mobile phones online, the San Jose phone directory, and MI… more

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13. Personal makeup course

    EX-MAKEUP ARTS ACADEMY is one of the best makeup schools in Singapore; it offers budding makeup artists comprehensive training. Regardless of their degree of experience, the academy presents a range of courses aimed to give students the newest methods and industry information. Emphasizing eyebrow embroidery courses, the academy helps students toward mastery of this delicate skill. Celebrated for offering modern eyebrow embroidery lessons in Singapore, their Embroidery Academy is the ideal place to pick tips from experts. Since hands-on training is so highly appreciated, EX-MAKEUP ARTS ACADEMY guarantees that students have practical experience to succeed in the beauty industry. Enrol one of the top makeup schools in Singapore as you start your road to become a professional makeup artist immediately. Eyebrow Embroidery Course, Makeup school Singapore

    Read More:- https://www.ex-makeup.com/

    EX-MAKEUP ARTS ACADEMY is one of the best makeup schools in Singapore; it offers budding makeup artists comprehensive training. Regardless of their degree of experience, the academy presents a range of courses aimed to give students the newest methods and industry information. Emphasizing eyebrow embroidery courses, the academy helps students toward mastery of this delicate skill. Celebrated for offering modern eyebrow embroidery lessons in Singapore, their Embroidery Academy is the ideal place to pick tips from experts. Since hands-on training is so highly appreciated, EX-MAKEUP ARTS ACADEMY guarantees that students have practical experience to succeed in the beauty industry. Enrol… more

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14. best dog food dubai

    Our area of expertise at anythingvegan.ae is offering Dubai the most nutrient-dense dog food on the market. We provide a great range of dog food options including prepared meals, plant-based, vegan dog food to ensure your pet friend gets the optimum nutrients. Made from excellent, natural ingredients, our vegetarian and meat-free dog food improves general health and well-being. Our trustworthy dog food delivery system allows you to quickly place orders and have fresh food right at your house. We at anythingvegan.ae are committed to supply your pet sustainable and healthy substitutes, hence we are a trustworthy option for Dubai pet owners.

    Read More:- https://anythingvegan.ae/

    Our area of expertise at anythingvegan.ae is offering Dubai the most nutrient-dense dog food on the market. We provide a great range of dog food options including prepared meals, plant-based, vegan dog food to ensure your pet friend gets the optimum nutrients. Made from excellent, natural ingredients, our vegetarian and meat-free dog food improves general health and well-being. Our trustworthy dog food delivery system allows you to quickly place orders and have fresh food right at your house. We at anythingvegan.ae are committed to supply your pet sustainable and healthy substitutes, hence we are a trustworthy option for Dubai pet… more

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15. Software Testing Course?

    A software testing course covers essential aspects of ensuring software quality. It starts with an introduction to software testing, explaining its importance and integration into the Software Development Life Cycle (SDLC). Key topics include types and levels of testing—such as static vs. dynamic, functional vs. non-functional, and various testing techniques like black-box, white-box, and exploratory testing. The course also includes test planning and design, focusing on creating test plans, test cases, and managing test execution. Emphasis is placed on practical skills, including both manual and automated testing approaches, to ensure thorough and effective software validation.

    Website: https://uncodemy.com/course/software-testing-training-course-in-lucknow

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16. Countertop fridge

    Businesses needing reliable cooling choices would find perfect premium commercial freezers from OZCoolers in Brisbane. These 2-door commercial freezers have lots of storage capacity and are meant to maintain perfect temperatures for perishable products. Ideal for cafés, shops, and restaurants, these units make the most of available space using efficient cooling. Apart from freezers, OZCoolers provides a range of products including glass door fridges all throughout Australia, display freezers to highlight products, and chewable ice makers for speedy, superior ice manufacturing. They also focus in pump-out drain ice machines, which provide perfect running for corporate kitchens. Whether your needs call for a display freezer in Brisbane or a reliable industrial ice maker, OZCoolers is your first choice for all refrigeration needs.

    Read More:- https://ozcoolers.com.au/

    Businesses needing reliable cooling choices would find perfect premium commercial freezers from OZCoolers in Brisbane. These 2-door commercial freezers have lots of storage capacity and are meant to maintain perfect temperatures for perishable products. Ideal for cafés, shops, and restaurants, these units make the most of available space using efficient cooling. Apart from freezers, OZCoolers provides a range of products including glass door fridges all throughout Australia, display freezers to highlight products, and chewable ice makers for speedy, superior ice manufacturing. They also focus in pump-out drain ice machines, which provide perfect running for corporate kitchens. Whether your needs call… more

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17. Security Intelligence in Malaysia

    The best security event reaction company in Malaysia is OGIT Forensics. They know how to quickly and effectively stop online threats. Our skilled professionals can do many things, like finding risks in real time, looking into events, and keeping proof safe. We use advanced tools and methods to make sure the study is complete. This helps us find the root causes and stop leaks from happening again. By taking a preventative approach, we help companies keep operations going easily, limit damage, and follow the law. You can count on OGIT Forensics to respond to incidents quickly, professionally, and reliably in a way that fits your needs. In a world that is getting more dangerous, this will keep your computer things safe. mobile forensic in malaysia | live forensic | Digital Forensic in Malaysia | high speed disperser malaysia

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    The best security event reaction company in Malaysia is OGIT Forensics. They know how to quickly and effectively stop online threats. Our skilled professionals can do many things, like finding risks in real time, looking into events, and keeping proof safe. We use advanced tools and methods to make sure the study is complete. This helps us find the root causes and stop leaks from happening again. By taking a preventative approach, we help companies keep operations going easily, limit damage, and follow the law. You can count on OGIT Forensics to respond to incidents quickly, professionally, and reliably in… more

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18. Puppies shop dubai

    We provide premium pet food in Dubai at at thepetpawkaesha.com, so making sure your animal companions get the greatest nourishment. Our choices consist of premium, well balanced meals meant to promote the health and energy of dogs of all kinds and ages. We provide the ideal meal to fit your older pet or your energetic youngster. Apart from first-rate pet food, we also offer complete services like dog and puppy shop, pet grooming in Dubai, and a handy pet pick-and-drop service. We have Golden Retrievers and Havanese puppies for sale, all grown under great care, for those wishing to grow their family. Count on us to keep your animals content, healthy, and fed. pet grooming in Dubai | pet food in Dubai | Pet relocation Dubai | Aquarium & Fishes Purchase Dubai

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    We provide premium pet food in Dubai at at thepetpawkaesha.com, so making sure your animal companions get the greatest nourishment. Our choices consist of premium, well balanced meals meant to promote the health and energy of dogs of all kinds and ages. We provide the ideal meal to fit your older pet or your energetic youngster. Apart from first-rate pet food, we also offer complete services like dog and puppy shop, pet grooming in Dubai, and a handy pet pick-and-drop service. We have Golden Retrievers and Havanese puppies for sale, all grown under great care, for those wishing to grow… more

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19. ZhiyunWeebill online Dubai

    Are you looking for a PS4 Camera online from Dubai? On premium gaming accessories, like the PS4 Camera, Tradezone.ac has the finest offers. Perfect for interactive gameplay and live streaming, clean video and motion-sensing technology will improve your gaming experience. Explore a variety of connected goods including the Rode NT-USB for great audio, the Sony A7R body for amazing photography, and the Fuji Film Mini 9 for quick memories alongside the PS4 Camera. Tradezone.ac has you covered regardless of your interests—gaming, content creation, or photography. Currently shopping for the Canon 800D, D850 Nikon body, A50 Astro, and Zhiyun Weebill, all fast delivered from Dubai. buy Crane 2 online UAE | Now Buy Zoom H2 online UAE | Shop A50 Astro | 200D Canon camera online UAE

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20. How do you optimize web page load times?

    Optimizing web page load times is crucial for enhancing user experience and improving SEO rankings. Several techniques can be employed to achieve this:

    Minimize HTTP Requests: Reduce the number of elements on your page, such as scripts, images, and CSS files. Combining files and using CSS sprites can help.

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    For a comprehensive understanding of these techniques and their implementation, consider enrolling in a web design online course.

    Optimizing web page load times is crucial for enhancing user experience and improving SEO rankings. Several techniques can be employed to achieve this:

    Minimize HTTP Requests: Reduce the number of elements on your page, such as scripts, images, and CSS files. Combining files and using CSS sprites can help.

    Optimize Images: Compress images to reduce their file size without compromising quality. Tools like TinyPNG or image formats like WebP can be useful.

    Leverage Browser Caching: Store static resources in the user’s browser cache to avoid reloading them on subsequent visits. Set appropriate expiration dates for these resources.

    Use Content Delivery… more

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